A review on privacy preserving biometric authentication methods
Abstract
By the exponential growth of smart services and technologies, the
authentication issue has become more challenging. Recently, biometrics authentication
methods have become quite popular due to the range of advantages they provide
compared to classic authentication systems. Biometrics authentication methods
have the ability to authenticate users, nevertheless that feature comes with
its privacy risks. Users’ privacy should be protected in every step of
biometrics authentication. This article briefly presents privacy threats and
challenges in biometrics systems and identifies some existing
privacy-preserving authentication methods and regulations.
Keywords
References
- Abidin, A., Mitrokotsa, A. (2014). A Privacy-Preserving Biometric Authentication Protocol Revisited, In Proceedings of YACC, Porquerolles island, France.
- Belguechi, R., Alimi, V., Cherrier, E., Lacharme, P., Rosenberger, C. (2011). An overview on privacy preserving biometrics. Recent Application in Biometrics,65-84.
- Bhattasali, T., Saeed, K., Chaki, N., & Chaki, R. (2014). A Survey of Security and Privacy Issues for Biometrics Based Remote Authentication in Cloud. Computer Information Systems And Industrial Management, 112-121. doi: 10.1007/978-3-662-45237-0_12
- Cappelli, R., Maio, D., Lumini, A., & Maltoni, D. (2007). Fingerprint Image Reconstruction from Standard Templates. IEEE Transactions On Pattern Analysis And Machine Intelligence, 29(9), 1489-1503. doi: 10.1109/tpami.2007.1087
- Fierrez, J., & Galbally, J. (2015). Indirect Attacks on Biometric Systems. Presentation, Biometric Recognition Group -ATVS, Universidad Autonoma de Madrid,Spain
- General Data Protection Regulation (GDPR).(2018) Retrieved from https://gdpr-info.eu/
- Ghammam, L., Barbier, M., & Rosenberger, C. (2018). Enhancing the Security of Transformation Based Biometric Template Protection Schemes. 2018 International Conference On Cyberworlds (CW),316-323.
- Goh, A., & Ngo, D. (2003). Computation of Cryptographic Keys from Face Biometrics. Communications And Multimedia Security. Advanced Techniques For Network And Data Protection, 1-13.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Authors
Cengiz Paşaoğlu
*
0000-0002-4583-5461
Türkiye
Kayode Hadilou Adje
This is me
0000-0002-7263-8498
Orkun Demirtaş
This is me
0000-0001-8897-5096
Publication Date
June 30, 2019
Submission Date
May 10, 2019
Acceptance Date
May 28, 2019
Published in Issue
Year 2019 Volume: 1 Number: 1